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A gene expression map of Arabidopsis thaliana development.
Schmid M, Davison TS, Henz SR, Pape UJ, Demar M, Vingron M, Schölkopf B, Weigel D, Lohmann JU. Schmid M, et al. Among authors: scholkopf b. Nat Genet. 2005 May;37(5):501-6. doi: 10.1038/ng1543. Epub 2005 Apr 3. Nat Genet. 2005. PMID: 15806101
Common sequence polymorphisms shaping genetic diversity in Arabidopsis thaliana.
Clark RM, Schweikert G, Toomajian C, Ossowski S, Zeller G, Shinn P, Warthmann N, Hu TT, Fu G, Hinds DA, Chen H, Frazer KA, Huson DH, Schölkopf B, Nordborg M, Rätsch G, Ecker JR, Weigel D. Clark RM, et al. Among authors: scholkopf b. Science. 2007 Jul 20;317(5836):338-42. doi: 10.1126/science.1138632. Science. 2007. PMID: 17641193
Improving the Caenorhabditis elegans genome annotation using machine learning.
Rätsch G, Sonnenburg S, Srinivasan J, Witte H, Müller KR, Sommer RJ, Schölkopf B. Rätsch G, et al. Among authors: scholkopf b. PLoS Comput Biol. 2007 Feb 23;3(2):e20. doi: 10.1371/journal.pcbi.0030020. Epub 2006 Dec 21. PLoS Comput Biol. 2007. PMID: 17319737 Free PMC article.
Prototype classification: insights from machine learning.
Graf AB, Bousquet O, Rätsch G, Schölkopf B. Graf AB, et al. Among authors: scholkopf b. Neural Comput. 2009 Jan;21(1):272-300. doi: 10.1162/neco.2008.01-07-443. Neural Comput. 2009. PMID: 19431284
An introduction to kernel-based learning algorithms.
Müller KR, Mika S, Rätsch G, Tsuda K, Schölkopf B. Müller KR, et al. Among authors: scholkopf b. IEEE Trans Neural Netw. 2001;12(2):181-201. doi: 10.1109/72.914517. IEEE Trans Neural Netw. 2001. PMID: 18244377
Support vector machines and kernels for computational biology.
Ben-Hur A, Ong CS, Sonnenburg S, Schölkopf B, Rätsch G. Ben-Hur A, et al. Among authors: scholkopf b. PLoS Comput Biol. 2008 Oct;4(10):e1000173. doi: 10.1371/journal.pcbi.1000173. Epub 2008 Oct 31. PLoS Comput Biol. 2008. PMID: 18974822 Free PMC article. Review. No abstract available.
Input space versus feature space in kernel-based methods.
Schölkopf B, Mika S, Burges CC, Knirsch P, Müller KR, Rätsch G, Smola AJ. Schölkopf B, et al. IEEE Trans Neural Netw. 1999;10(5):1000-17. doi: 10.1109/72.788641. IEEE Trans Neural Netw. 1999. PMID: 18252603
117 results